In the Model Base Calibration toolbox, can I plot the coefficients from the surface response?
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I am trying to figure out how to work with the MBC toolbox, especially to conduct Design of experiments.
I am testing a classic full fractional design, 2 levels (y = a0 + a1 x1 + a2 x2 + a3 x1.x2), taken from "Les Plans d'Experiences" Chapt 2, from Jacques Goupy.
I am quite succesful in plotting the response model:
Where is the function to plot the coefficient value has an bar chart?
Also the workflow is very confusing, and need some help to understand how to better load my dataset: do i need to have coded/uncoded values? can I swap the input order?
Many thanks
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Accepted Answer
Ian Noell
on 11 Jul 2023
MBC is intended as a tool for response surfaces for the purposes of prediction rather than analysing coefficients.
There is no bar chart for the coefficents.
The data should be in uncoded units. By default, the data range is used for coding.
The inputs are in alphabetical order when you use 'Fit Models'. If you create a new test plan using 'Design Experiment' instead of 'Fit Models' then you can define the inputs in any order you choose. You can also set the input ranges manually. There is a separate 'Fit Models' function in a test plan that allows you to fit models to data after designing an experiment.
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